中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
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地理科学与资源研究... [22]
数学与系统科学研究院 [9]
计算技术研究所 [6]
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期刊论文 [84]
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Estimating latent heat flux of subtropical forests using machine learning algorithms
期刊论文
OAI收割
METEOROLOGICAL APPLICATIONS, 2025, 卷号: 32, 期号: 1, 页码: 20
作者:
Sahu, Harekrushna
;
Burman, Pramit Kumar Deb
;
Gnanamoorthy, Palingamoorthy
;
Song, Qinghai
;
Zhang, Yiping
  |  
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2025/03/31
AdaBoost
evapotranspiration
gradient boosting
latent heat flux
random forest regression
subtropical forest
support vector regression
Supervised intelligent prediction of shear strength of rockfill materials based on data driven and a case study
期刊论文
OAI收割
TRANSPORTATION GEOTECHNICS, 2024, 卷号: 45, 页码: 17
作者:
Li, Chuanqi
;
Zhang, Jiamin
;
Mei, Xiancheng
;
Zhou, Jian
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2025/06/27
Rockfill material
Shear strength
Snow ablation optimizer
Support vector regression
Case study
Application of SVR models built with AOA and Chaos mapping for predicting tunnel crown displacement induced by blasting excavation
期刊论文
OAI收割
APPLIED SOFT COMPUTING, 2023, 卷号: 147, 页码: 18
作者:
Li, Chuanqi
;
Mei, Xiancheng
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2025/06/27
Tunnel crown displacement
Blasting excavation
Support vector regression
Arithmetic optimization algorithm
Chaos mapping
Oceanic Primary Production Estimation Based On Machine Learning
期刊论文
OAI收割
JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS, 2023, 卷号: 128, 期号: 5, 页码: e2022JC018980
作者:
Ping, Bo
;
Meng, Yunshan
;
Xue, Cunjin
;
Su, Fenzhen
  |  
收藏
  |  
浏览/下载:30/0
  |  
提交时间:2023/07/14
oceanic primary production (OPP)
support vector regression (SVR)
Gaussian regression
random forest regression
vertically generalized productivity model (VGPM)
Eppley-VGPM
Annual forecasting of high-temperature days in China through grey wolf optimization-based support vector machine ensemble
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2023, 页码: 20
作者:
Ren, Yijia
;
Shi, Guowei
;
Sun, Wei
  |  
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2023/02/27
ensemble learning
grey wolf optimization
high-temperature days
support vector regression
Annual forecasting of high-temperature days in China through grey wolf optimization-based support vector machine ensemble
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2023, 页码: 20
作者:
Ren, Yijia
;
Shi, Guowei
;
Sun, Wei
  |  
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2023/02/27
ensemble learning
grey wolf optimization
high-temperature days
support vector regression
Blood Glucose Concentration Estimation by Raman Spectroscopy based on Particle Swarm Optimized SVR
会议论文
OAI收割
Virtual, Online, China, 2022-12-18
作者:
  |  
收藏
  |  
浏览/下载:32/0
  |  
提交时间:2023/03/02
blood glucose concentration estimation
Raman spectroscopy
support vector regression
particle swarm optimization
wavelet decomposition
sparse representation
Clark Error Grid
An Accurate and Efficient Large-Scale Regression Method Through Best Friend Clustering
期刊论文
OAI收割
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2022, 卷号: 33, 期号: 11, 页码: 3129-3140
作者:
Li, Kun
;
Yuan, Liang
;
Zhang, Yunquan
;
Chen, Gongwei
  |  
收藏
  |  
浏览/下载:40/0
  |  
提交时间:2022/12/07
Clustering algorithms
Training
Mathematical models
Computational modeling
Libraries
Kernel
Support vector machines
Distributed machine learning
scalable algorithm
large-scale clustering
parallel regression
Support vector machine regression to predict gas diffusion coefficient of biochar-amended soil
期刊论文
OAI收割
APPLIED SOFT COMPUTING, 2022, 卷号: 127, 期号: -, 页码: -
作者:
Onyekwena, Chikezie Chimere
;
Xue, Qiang
;
Li, Qi
;
Wan, Yong
;
Feng, Song
  |  
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2023/08/02
Biochar
Support vector regression
Machine learning
Gas diffusion coefficient
Degree of compaction
Greenhouse gas emission
Comprehensive Cortical Structural Features Predict the Efficacy of Cognitive Behavioral Therapy in Obsessive-Compulsive Disorder
期刊论文
OAI收割
BRAIN SCIENCES, 2022, 卷号: 12, 期号: 7, 页码: 15
作者:
Yang, Xiang-Yun
;
Liu, Rui
;
Luo, Jia
;
Huang, Fang-Fang
;
Wang, Peng-Chong
  |  
收藏
  |  
浏览/下载:48/0
  |  
提交时间:2022/08/22
obsessive-compulsive disorder
cognitive behavioral therapy
cortical structural feature
prediction
machine learning
support vector regression